Topic shifting has been widely adopted by social chatbots [1]}, [2]}, [3]} to maintain engaging conversations with users. For goal-oriented dialog systems such as conversational recommender, proactively switching topics can help guide human-machine conversations to a pre-defined target [4]}.
